Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 935 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 47.6 KiB |
| Average record size in memory | 52.1 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 12 |
step_strip has unique values | Unique |
density_strip has unique values | Unique |
ratio_filler_matrix has unique values | Unique |
density has unique values | Unique |
elasticity_module has unique values | Unique |
number_hardeners has unique values | Unique |
content_epoxy_groups has unique values | Unique |
surface_density has unique values | Unique |
elasticity_module_stretching has unique values | Unique |
strapery_strength has unique values | Unique |
resin_consumption has unique values | Unique |
Reproduction
| Analysis started | 2023-04-10 09:31:41.965349 |
|---|---|
| Analysis finished | 2023-04-10 09:31:58.381915 |
| Duration | 16.42 seconds |
| Software version | ydata-profiling vv4.0.0 |
| Download configuration | config.json |
pattern_angle
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 935 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 478 | |
| 0 | 457 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 478 | |
| 0 | 457 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 478 | |
| 0 | 457 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 935 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 478 | |
| 0 | 457 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 935 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 478 | |
| 0 | 457 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 935 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 478 | |
| 0 | 457 |
step_strip
Real number (ℝ)
| Distinct | 935 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9527022 |
| Minimum | 1.5252299 |
|---|---|
| Maximum | 13.378772 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1.5252299 |
|---|---|
| 5-th percentile | 3.1717071 |
| Q1 | 5.2086976 |
| median | 6.9107447 |
| Q3 | 8.5292249 |
| 95-th percentile | 11.048011 |
| Maximum | 13.378772 |
| Range | 11.853542 |
| Interquartile range (IQR) | 3.3205273 |
Descriptive statistics
| Standard deviation | 2.366303 |
|---|---|
| Coefficient of variation (CV) | 0.34034292 |
| Kurtosis | -0.30191979 |
| Mean | 6.9527022 |
| Median Absolute Deviation (MAD) | 1.6702967 |
| Skewness | 0.17731357 |
| Sum | 6500.7765 |
| Variance | 5.59939 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.856166363 | 1 | 0.1% |
| 9.184196472 | 1 | 0.1% |
| 8.029073715 | 1 | 0.1% |
| 9.252672195 | 1 | 0.1% |
| 5.959359169 | 1 | 0.1% |
| 9.845168114 | 1 | 0.1% |
| 7.73243618 | 1 | 0.1% |
| 3.268975258 | 1 | 0.1% |
| 6.709406853 | 1 | 0.1% |
| 10.19870281 | 1 | 0.1% |
| Other values (925) | 925 |
| Value | Count | Frequency (%) |
| 1.525229931 | 1 | |
| 1.565613508 | 1 | |
| 1.598044276 | 1 | |
| 1.626690269 | 1 | |
| 1.694136739 | 1 | |
| 1.700747728 | 1 | |
| 1.734744072 | 1 | |
| 1.763323784 | 1 | |
| 1.970764399 | 1 | |
| 2.042771816 | 1 |
| Value | Count | Frequency (%) |
| 13.37877178 | 1 | |
| 13.37485504 | 1 | |
| 13.37103844 | 1 | |
| 13.24621964 | 1 | |
| 13.19900703 | 1 | |
| 12.95363712 | 1 | |
| 12.8370018 | 1 | |
| 12.72388649 | 1 | |
| 12.67892742 | 1 | |
| 12.65647507 | 1 |
density_strip
Real number (ℝ)
| Distinct | 935 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.445666 |
| Minimum | 29.74585 |
|---|---|
| Maximum | 86.012428 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 29.74585 |
|---|---|
| 5-th percentile | 37.945484 |
| Q1 | 50.266865 |
| median | 57.205013 |
| Q3 | 64.885883 |
| 95-th percentile | 76.475463 |
| Maximum | 86.012428 |
| Range | 56.266579 |
| Interquartile range (IQR) | 14.619019 |
Descriptive statistics
| Standard deviation | 11.116488 |
|---|---|
| Coefficient of variation (CV) | 0.19351309 |
| Kurtosis | -0.26599032 |
| Mean | 57.445666 |
| Median Absolute Deviation (MAD) | 7.317585 |
| Skewness | 0.010027071 |
| Sum | 53711.698 |
| Variance | 123.57632 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 64.30196381 | 1 | 0.1% |
| 65.78954315 | 1 | 0.1% |
| 59.29868317 | 1 | 0.1% |
| 57.88181686 | 1 | 0.1% |
| 49.25912857 | 1 | 0.1% |
| 57.44395447 | 1 | 0.1% |
| 57.87047195 | 1 | 0.1% |
| 67.03882599 | 1 | 0.1% |
| 52.36651611 | 1 | 0.1% |
| 63.74240112 | 1 | 0.1% |
| Other values (925) | 925 |
| Value | Count | Frequency (%) |
| 29.74584961 | 1 | |
| 29.94907188 | 1 | |
| 30.88269424 | 1 | |
| 31.21845055 | 1 | |
| 31.67418861 | 1 | |
| 31.79684258 | 1 | |
| 31.804142 | 1 | |
| 32.1476593 | 1 | |
| 32.1954689 | 1 | |
| 32.76585388 | 1 |
| Value | Count | Frequency (%) |
| 86.01242828 | 1 | |
| 85.98717499 | 1 | |
| 85.66099548 | 1 | |
| 84.84088898 | 1 | |
| 84.66911316 | 1 | |
| 84.31076813 | 1 | |
| 84.13278198 | 1 | |
| 84.01524353 | 1 | |
| 83.9572525 | 1 | |
| 82.95615387 | 1 |
ratio_filler_matrix
Real number (ℝ)
| Distinct | 935 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9238492 |
| Minimum | 0.547391 |
|---|---|
| Maximum | 5.3141437 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 0.547391 |
|---|---|
| 5-th percentile | 1.4977377 |
| Q1 | 2.3287122 |
| median | 2.9061565 |
| Q3 | 3.5510231 |
| 95-th percentile | 4.4423167 |
| Maximum | 5.3141437 |
| Range | 4.7667527 |
| Interquartile range (IQR) | 1.2223109 |
Descriptive statistics
| Standard deviation | 0.89494026 |
|---|---|
| Coefficient of variation (CV) | 0.3060829 |
| Kurtosis | -0.32916418 |
| Mean | 2.9238492 |
| Median Absolute Deviation (MAD) | 0.61815429 |
| Skewness | 0.045242384 |
| Sum | 2733.799 |
| Variance | 0.8009181 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.587347746 | 1 | 0.1% |
| 2.549752951 | 1 | 0.1% |
| 1.042215228 | 1 | 0.1% |
| 2.985660791 | 1 | 0.1% |
| 2.163429499 | 1 | 0.1% |
| 3.043392658 | 1 | 0.1% |
| 3.905552626 | 1 | 0.1% |
| 1.735248089 | 1 | 0.1% |
| 1.827104688 | 1 | 0.1% |
| 2.64312458 | 1 | 0.1% |
| Other values (925) | 925 |
| Value | Count | Frequency (%) |
| 0.5473909974 | 1 | |
| 0.5515084863 | 1 | |
| 0.5967829227 | 1 | |
| 0.7492232323 | 1 | |
| 0.7904994488 | 1 | |
| 0.827015698 | 1 | |
| 0.8573807478 | 1 | |
| 0.8754576445 | 1 | |
| 0.9278407097 | 1 | |
| 0.9680865407 | 1 |
| Value | Count | Frequency (%) |
| 5.314143658 | 1 | |
| 5.295842171 | 1 | |
| 5.210442543 | 1 | |
| 5.120368481 | 1 | |
| 5.110780716 | 1 | |
| 5.098993301 | 1 | |
| 5.045724392 | 1 | |
| 5.040265083 | 1 | |
| 4.944947243 | 1 | |
| 4.922781467 | 1 |
density
Real number (ℝ)
| Distinct | 935 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1973.6107 |
| Minimum | 1784.4823 |
|---|---|
| Maximum | 2160.7515 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1784.4823 |
|---|---|
| 5-th percentile | 1854.2084 |
| Q1 | 1923.7873 |
| median | 1976.866 |
| Q3 | 2019.5877 |
| 95-th percentile | 2090.7597 |
| Maximum | 2160.7515 |
| Range | 376.26917 |
| Interquartile range (IQR) | 95.800415 |
Descriptive statistics
| Standard deviation | 70.484146 |
|---|---|
| Coefficient of variation (CV) | 0.035713298 |
| Kurtosis | -0.22807497 |
| Mean | 1973.6107 |
| Median Absolute Deviation (MAD) | 48.061157 |
| Skewness | -0.0085934056 |
| Sum | 1845326 |
| Variance | 4968.0146 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1953.274902 | 1 | 0.1% |
| 1895.527832 | 1 | 0.1% |
| 1866.605469 | 1 | 0.1% |
| 1977.112671 | 1 | 0.1% |
| 2025.648193 | 1 | 0.1% |
| 1915.616211 | 1 | 0.1% |
| 1911.819458 | 1 | 0.1% |
| 1986.156494 | 1 | 0.1% |
| 1985.995728 | 1 | 0.1% |
| 1988.098999 | 1 | 0.1% |
| Other values (925) | 925 |
| Value | Count | Frequency (%) |
| 1784.4823 | 1 | |
| 1786.035645 | 1 | |
| 1801.940674 | 1 | |
| 1804.84021 | 1 | |
| 1805.735962 | 1 | |
| 1807.595947 | 1 | |
| 1810.357788 | 1 | |
| 1810.471191 | 1 | |
| 1813.234619 | 1 | |
| 1813.684082 | 1 |
| Value | Count | Frequency (%) |
| 2160.751465 | 1 | |
| 2158.794922 | 1 | |
| 2150.792969 | 1 | |
| 2150.337646 | 1 | |
| 2145.260254 | 1 | |
| 2145.150146 | 1 | |
| 2144.523682 | 1 | |
| 2143.729492 | 1 | |
| 2142.065918 | 1 | |
| 2136.038086 | 1 |
elasticity_module
Real number (ℝ)
| Distinct | 935 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 744.06119 |
| Minimum | 53.582279 |
|---|---|
| Maximum | 1615.0969 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 53.582279 |
|---|---|
| 5-th percentile | 240.45124 |
| Q1 | 516.95105 |
| median | 737.5929 |
| Q3 | 959.44235 |
| 95-th percentile | 1264.361 |
| Maximum | 1615.0969 |
| Range | 1561.5146 |
| Interquartile range (IQR) | 442.4913 |
Descriptive statistics
| Standard deviation | 313.93512 |
|---|---|
| Coefficient of variation (CV) | 0.42192111 |
| Kurtosis | -0.43513799 |
| Mean | 744.06119 |
| Median Absolute Deviation (MAD) | 220.90033 |
| Skewness | 0.12769578 |
| Sum | 695697.21 |
| Variance | 98555.258 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1136.596191 | 1 | 0.1% |
| 286.0137329 | 1 | 0.1% |
| 693.5780029 | 1 | 0.1% |
| 764.1628418 | 1 | 0.1% |
| 741.8399048 | 1 | 0.1% |
| 474.0895996 | 1 | 0.1% |
| 665.9319458 | 1 | 0.1% |
| 859.744873 | 1 | 0.1% |
| 588.9080811 | 1 | 0.1% |
| 1097.244873 | 1 | 0.1% |
| Other values (925) | 925 |
| Value | Count | Frequency (%) |
| 53.58227921 | 1 | |
| 60.47488785 | 1 | |
| 66.62728882 | 1 | |
| 69.21657562 | 1 | |
| 71.61676788 | 1 | |
| 73.75846863 | 1 | |
| 78.9143219 | 1 | |
| 79.67456055 | 1 | |
| 82.27881622 | 1 | |
| 97.7337265 | 1 |
| Value | Count | Frequency (%) |
| 1615.096924 | 1 | |
| 1588.677246 | 1 | |
| 1572.096069 | 1 | |
| 1546.290894 | 1 | |
| 1543.023682 | 1 | |
| 1542.168457 | 1 | |
| 1501.916016 | 1 | |
| 1495.726074 | 1 | |
| 1490.46875 | 1 | |
| 1490.320068 | 1 |
number_hardeners
Real number (ℝ)
| Distinct | 935 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 110.32941 |
| Minimum | 35.599697 |
|---|---|
| Maximum | 181.82845 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 35.599697 |
|---|---|
| 5-th percentile | 63.522323 |
| Q1 | 91.677216 |
| median | 109.90776 |
| Q3 | 130.05563 |
| 95-th percentile | 153.85565 |
| Maximum | 181.82845 |
| Range | 146.22875 |
| Interquartile range (IQR) | 38.378418 |
Descriptive statistics
| Standard deviation | 27.085167 |
|---|---|
| Coefficient of variation (CV) | 0.24549363 |
| Kurtosis | -0.23497619 |
| Mean | 110.32941 |
| Median Absolute Deviation (MAD) | 19.235901 |
| Skewness | -0.087799102 |
| Sum | 103158 |
| Variance | 733.60626 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 137.6274261 | 1 | 0.1% |
| 88.01552582 | 1 | 0.1% |
| 153.5071564 | 1 | 0.1% |
| 118.7012863 | 1 | 0.1% |
| 137.9838409 | 1 | 0.1% |
| 78.36153412 | 1 | 0.1% |
| 122.8963547 | 1 | 0.1% |
| 86.96479797 | 1 | 0.1% |
| 55.35762405 | 1 | 0.1% |
| 86.51059723 | 1 | 0.1% |
| Other values (925) | 925 |
| Value | Count | Frequency (%) |
| 35.59969711 | 1 | |
| 35.62090302 | 1 | |
| 38.66849899 | 1 | |
| 40.30480576 | 1 | |
| 41.88627625 | 1 | |
| 43.13258362 | 1 | |
| 43.45455551 | 1 | |
| 44.30222321 | 1 | |
| 45.12217712 | 1 | |
| 45.86312485 | 1 |
| Value | Count | Frequency (%) |
| 181.8284454 | 1 | |
| 181.0328064 | 1 | |
| 179.6459656 | 1 | |
| 176.9188385 | 1 | |
| 173.2543335 | 1 | |
| 172.5705414 | 1 | |
| 171.5363312 | 1 | |
| 170.8922882 | 1 | |
| 170.3325653 | 1 | |
| 169.091629 | 1 |
content_epoxy_groups
Real number (ℝ)
| Distinct | 935 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.268169 |
| Minimum | 16.048979 |
|---|---|
| Maximum | 28.955095 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 16.048979 |
|---|---|
| 5-th percentile | 18.420922 |
| Q1 | 20.579868 |
| median | 22.226454 |
| Q3 | 23.985812 |
| 95-th percentile | 26.198113 |
| Maximum | 28.955095 |
| Range | 12.906116 |
| Interquartile range (IQR) | 3.4059439 |
Descriptive statistics
| Standard deviation | 2.3787799 |
|---|---|
| Coefficient of variation (CV) | 0.10682422 |
| Kurtosis | -0.38543099 |
| Mean | 22.268169 |
| Median Absolute Deviation (MAD) | 1.7204132 |
| Skewness | 0.032266058 |
| Sum | 20820.738 |
| Variance | 5.6585941 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22.34453392 | 1 | 0.1% |
| 21.21404457 | 1 | 0.1% |
| 18.3094883 | 1 | 0.1% |
| 19.54516792 | 1 | 0.1% |
| 21.11852455 | 1 | 0.1% |
| 25.57662964 | 1 | 0.1% |
| 23.16970062 | 1 | 0.1% |
| 20.85025406 | 1 | 0.1% |
| 22.0559597 | 1 | 0.1% |
| 23.33746147 | 1 | 0.1% |
| Other values (925) | 925 |
| Value | Count | Frequency (%) |
| 16.04897881 | 1 | |
| 16.39159393 | 1 | |
| 16.66753197 | 1 | |
| 16.70410728 | 1 | |
| 16.71543694 | 1 | |
| 16.84853554 | 1 | |
| 16.86966896 | 1 | |
| 16.97708321 | 1 | |
| 16.99385071 | 1 | |
| 16.99530411 | 1 |
| Value | Count | Frequency (%) |
| 28.95509529 | 1 | |
| 28.9074707 | 1 | |
| 28.84890175 | 1 | |
| 28.62011528 | 1 | |
| 28.32496834 | 1 | |
| 27.92084312 | 1 | |
| 27.81318283 | 1 | |
| 27.70768166 | 1 | |
| 27.63374329 | 1 | |
| 27.52134132 | 1 |
flash_temperature
Real number (ℝ)
| Distinct | 934 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 285.81655 |
| Minimum | 186.50861 |
|---|---|
| Maximum | 386.06799 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 186.50861 |
|---|---|
| 5-th percentile | 220.93685 |
| Q1 | 258.50435 |
| median | 285.94775 |
| Q3 | 313.03479 |
| 95-th percentile | 351.82052 |
| Maximum | 386.06799 |
| Range | 199.55939 |
| Interquartile range (IQR) | 54.530441 |
Descriptive statistics
| Standard deviation | 39.653004 |
|---|---|
| Coefficient of variation (CV) | 0.13873586 |
| Kurtosis | -0.36729476 |
| Mean | 285.81655 |
| Median Absolute Deviation (MAD) | 27.148407 |
| Skewness | 0.023202959 |
| Sum | 267238.47 |
| Variance | 1572.3608 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 300.3028259 | 2 | 0.2% |
| 234.7168884 | 1 | 0.1% |
| 338.5956726 | 1 | 0.1% |
| 351.969635 | 1 | 0.1% |
| 288.9195251 | 1 | 0.1% |
| 246.4730225 | 1 | 0.1% |
| 278.4576721 | 1 | 0.1% |
| 280.8519897 | 1 | 0.1% |
| 244.8976593 | 1 | 0.1% |
| 268.1045837 | 1 | 0.1% |
| Other values (924) | 924 |
| Value | Count | Frequency (%) |
| 186.508606 | 1 | |
| 187.5623474 | 1 | |
| 187.9779663 | 1 | |
| 188.9186707 | 1 | |
| 189.2083893 | 1 | |
| 189.8670807 | 1 | |
| 193.4311371 | 1 | |
| 193.8200073 | 1 | |
| 193.8801575 | 1 | |
| 195.5345764 | 1 |
| Value | Count | Frequency (%) |
| 386.0679932 | 1 | |
| 385.8947754 | 1 | |
| 385.6977844 | 1 | |
| 383.9384155 | 1 | |
| 382.7597961 | 1 | |
| 381.8577271 | 1 | |
| 381.6891174 | 1 | |
| 380.4528809 | 1 | |
| 378.482605 | 1 | |
| 376.9786377 | 1 |
surface_density
Real number (ℝ)
| Distinct | 935 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 484.32814 |
| Minimum | 6.7792554 |
|---|---|
| Maximum | 1291.3401 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 6.7792554 |
|---|---|
| 5-th percentile | 67.845331 |
| Q1 | 269.24969 |
| median | 456.90805 |
| Q3 | 695.95572 |
| 95-th percentile | 970.69545 |
| Maximum | 1291.3401 |
| Range | 1284.5608 |
| Interquartile range (IQR) | 426.70602 |
Descriptive statistics
| Standard deviation | 278.1626 |
|---|---|
| Coefficient of variation (CV) | 0.57432674 |
| Kurtosis | -0.5434863 |
| Mean | 484.32814 |
| Median Absolute Deviation (MAD) | 210.4373 |
| Skewness | 0.35393828 |
| Sum | 452846.81 |
| Variance | 77374.438 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 555.8934326 | 1 | 0.1% |
| 489.8395691 | 1 | 0.1% |
| 426.5042114 | 1 | 0.1% |
| 521.6829224 | 1 | 0.1% |
| 220.8658447 | 1 | 0.1% |
| 218.9490967 | 1 | 0.1% |
| 284.9047852 | 1 | 0.1% |
| 315.2346802 | 1 | 0.1% |
| 1291.340088 | 1 | 0.1% |
| 274.1543884 | 1 | 0.1% |
| Other values (925) | 925 |
| Value | Count | Frequency (%) |
| 6.77925539 | 1 | |
| 6.986692905 | 1 | |
| 7.09535408 | 1 | |
| 8.460317612 | 1 | |
| 9.04620266 | 1 | |
| 11.29522419 | 1 | |
| 11.67496109 | 1 | |
| 12.04048729 | 1 | |
| 14.3735075 | 1 | |
| 14.49696445 | 1 |
| Value | Count | Frequency (%) |
| 1291.340088 | 1 | |
| 1288.691895 | 1 | |
| 1238.47644 | 1 | |
| 1230.46521 | 1 | |
| 1227.243042 | 1 | |
| 1182.326172 | 1 | |
| 1181.341431 | 1 | |
| 1177.612671 | 1 | |
| 1169.880859 | 1 | |
| 1166.628906 | 1 |
elasticity_module_stretching
Real number (ℝ)
| Distinct | 935 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.314498 |
| Minimum | 66.05275 |
|---|---|
| Maximum | 80.970963 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 66.05275 |
|---|---|
| 5-th percentile | 68.605846 |
| Q1 | 71.315876 |
| median | 73.241463 |
| Q3 | 75.329891 |
| 95-th percentile | 78.650102 |
| Maximum | 80.970963 |
| Range | 14.918213 |
| Interquartile range (IQR) | 4.0140152 |
Descriptive statistics
| Standard deviation | 2.9874799 |
|---|---|
| Coefficient of variation (CV) | 0.040748829 |
| Kurtosis | -0.37315634 |
| Mean | 73.314498 |
| Median Absolute Deviation (MAD) | 2.0237274 |
| Skewness | 0.087755032 |
| Sum | 68549.056 |
| Variance | 8.9250364 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80.80322266 | 1 | 0.1% |
| 72.25097656 | 1 | 0.1% |
| 70.1084137 | 1 | 0.1% |
| 74.92824554 | 1 | 0.1% |
| 71.772789 | 1 | 0.1% |
| 74.64994049 | 1 | 0.1% |
| 75.25041199 | 1 | 0.1% |
| 75.37363434 | 1 | 0.1% |
| 71.88611603 | 1 | 0.1% |
| 73.89769745 | 1 | 0.1% |
| Other values (925) | 925 |
| Value | Count | Frequency (%) |
| 66.05274963 | 1 | |
| 66.22123718 | 1 | |
| 66.26528931 | 1 | |
| 66.42079163 | 1 | |
| 66.42106628 | 1 | |
| 66.48238373 | 1 | |
| 66.52217865 | 1 | |
| 66.57862091 | 1 | |
| 66.59835815 | 1 | |
| 66.73384857 | 1 |
| Value | Count | Frequency (%) |
| 80.97096252 | 1 | |
| 80.80322266 | 1 | |
| 80.6914978 | 1 | |
| 80.41986084 | 1 | |
| 80.38492584 | 1 | |
| 80.25445557 | 1 | |
| 80.23960876 | 1 | |
| 80.14770508 | 1 | |
| 80.11426544 | 1 | |
| 80.07536316 | 1 |
strapery_strength
Real number (ℝ)
| Distinct | 935 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2457.6885 |
| Minimum | 1337.4247 |
|---|---|
| Maximum | 3579.2656 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 1337.4247 |
|---|---|
| 5-th percentile | 1726.2728 |
| Q1 | 2153.4142 |
| median | 2450.4917 |
| Q3 | 2748.2419 |
| 95-th percentile | 3224.2796 |
| Maximum | 3579.2656 |
| Range | 2241.8409 |
| Interquartile range (IQR) | 594.82776 |
Descriptive statistics
| Standard deviation | 438.72153 |
|---|---|
| Coefficient of variation (CV) | 0.17850982 |
| Kurtosis | -0.29566175 |
| Mean | 2457.6885 |
| Median Absolute Deviation (MAD) | 297.91406 |
| Skewness | 0.049428016 |
| Sum | 2297938.7 |
| Variance | 192476.58 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2587.343018 | 1 | 0.1% |
| 2724.800781 | 1 | 0.1% |
| 2461.455078 | 1 | 0.1% |
| 1955.437866 | 1 | 0.1% |
| 2067.186035 | 1 | 0.1% |
| 2940.576416 | 1 | 0.1% |
| 2121.639404 | 1 | 0.1% |
| 1677.73938 | 1 | 0.1% |
| 2675.143066 | 1 | 0.1% |
| 2339.869629 | 1 | 0.1% |
| Other values (925) | 925 |
| Value | Count | Frequency (%) |
| 1337.424683 | 1 | |
| 1337.748291 | 1 | |
| 1348.288208 | 1 | |
| 1386.578979 | 1 | |
| 1388.849365 | 1 | |
| 1399.11853 | 1 | |
| 1400.35791 | 1 | |
| 1446.958008 | 1 | |
| 1458.432861 | 1 | |
| 1466.03064 | 1 |
| Value | Count | Frequency (%) |
| 3579.265625 | 1 | |
| 3575.590332 | 1 | |
| 3548.054688 | 1 | |
| 3533.008545 | 1 | |
| 3524.436035 | 1 | |
| 3520.741943 | 1 | |
| 3495.23999 | 1 | |
| 3466.096924 | 1 | |
| 3456.540771 | 1 | |
| 3442.970459 | 1 |
resin_consumption
Real number (ℝ)
| Distinct | 935 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 218.22832 |
| Minimum | 82.58316 |
|---|---|
| Maximum | 359.05222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 KiB |
Quantile statistics
| Minimum | 82.58316 |
|---|---|
| 5-th percentile | 127.11766 |
| Q1 | 179.99666 |
| median | 216.47929 |
| Q3 | 256.25281 |
| 95-th percentile | 311.0852 |
| Maximum | 359.05222 |
| Range | 276.46906 |
| Interquartile range (IQR) | 76.256149 |
Descriptive statistics
| Standard deviation | 56.170124 |
|---|---|
| Coefficient of variation (CV) | 0.25739154 |
| Kurtosis | -0.46139348 |
| Mean | 218.22832 |
| Median Absolute Deviation (MAD) | 38.413147 |
| Skewness | 0.054278355 |
| Sum | 204043.48 |
| Variance | 3155.083 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 246.6131134 | 1 | 0.1% |
| 121.8292542 | 1 | 0.1% |
| 147.8318787 | 1 | 0.1% |
| 291.1253662 | 1 | 0.1% |
| 265.0967407 | 1 | 0.1% |
| 226.9944611 | 1 | 0.1% |
| 220.7512512 | 1 | 0.1% |
| 246.1768188 | 1 | 0.1% |
| 149.3761292 | 1 | 0.1% |
| 243.5792236 | 1 | 0.1% |
| Other values (925) | 925 |
| Value | Count | Frequency (%) |
| 82.5831604 | 1 | |
| 84.49012756 | 1 | |
| 86.56951904 | 1 | |
| 87.2701416 | 1 | |
| 87.79727936 | 1 | |
| 90.50930023 | 1 | |
| 91.04764557 | 1 | |
| 92.30715942 | 1 | |
| 92.44786835 | 1 | |
| 93.82215881 | 1 |
| Value | Count | Frequency (%) |
| 359.0522156 | 1 | |
| 356.9259644 | 1 | |
| 355.7586975 | 1 | |
| 354.9580994 | 1 | |
| 350.6721191 | 1 | |
| 350.3608398 | 1 | |
| 347.9953918 | 1 | |
| 347.3127136 | 1 | |
| 346.2761841 | 1 | |
| 344.243988 | 1 |
| step_strip | density_strip | ratio_filler_matrix | density | elasticity_module | number_hardeners | content_epoxy_groups | flash_temperature | surface_density | elasticity_module_stretching | strapery_strength | resin_consumption | pattern_angle | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| step_strip | 1.000 | 0.016 | 0.008 | -0.046 | 0.008 | -0.031 | 0.006 | -0.013 | -0.029 | 0.029 | -0.055 | -0.004 | 0.123 |
| density_strip | 0.016 | 1.000 | 0.035 | 0.017 | -0.007 | 0.017 | -0.047 | -0.006 | 0.018 | 0.015 | -0.040 | -0.014 | 0.359 |
| ratio_filler_matrix | 0.008 | 0.035 | 1.000 | 0.003 | 0.045 | -0.006 | 0.016 | -0.008 | -0.005 | -0.016 | 0.019 | 0.059 | 0.045 |
| density | -0.046 | 0.017 | 0.003 | 1.000 | -0.018 | -0.029 | -0.006 | -0.014 | 0.072 | -0.025 | -0.080 | -0.044 | 0.000 |
| elasticity_module | 0.008 | -0.007 | 0.045 | -0.018 | 1.000 | 0.046 | 0.006 | 0.042 | -0.030 | -0.018 | 0.046 | 0.006 | 0.026 |
| number_hardeners | -0.031 | 0.017 | -0.006 | -0.029 | 0.046 | 1.000 | 0.004 | 0.073 | 0.037 | -0.083 | -0.047 | -0.009 | 0.000 |
| content_epoxy_groups | 0.006 | -0.047 | 0.016 | -0.006 | 0.006 | 0.004 | 1.000 | -0.011 | -0.014 | 0.044 | -0.012 | 0.003 | 0.000 |
| flash_temperature | -0.013 | -0.006 | -0.008 | -0.014 | 0.042 | 0.073 | -0.011 | 1.000 | 0.021 | 0.012 | -0.026 | 0.043 | 0.000 |
| surface_density | -0.029 | 0.018 | -0.005 | 0.072 | -0.030 | 0.037 | -0.014 | 0.021 | 1.000 | 0.006 | -0.000 | -0.035 | 0.000 |
| elasticity_module_stretching | 0.029 | 0.015 | -0.016 | -0.025 | -0.018 | -0.083 | 0.044 | 0.012 | 0.006 | 1.000 | 0.034 | 0.049 | 0.000 |
| strapery_strength | -0.055 | -0.040 | 0.019 | -0.080 | 0.046 | -0.047 | -0.012 | -0.026 | -0.000 | 0.034 | 1.000 | 0.010 | 0.050 |
| resin_consumption | -0.004 | -0.014 | 0.059 | -0.044 | 0.006 | -0.009 | 0.003 | 0.043 | -0.035 | 0.049 | 0.010 | 1.000 | 0.000 |
| pattern_angle | 0.123 | 0.359 | 0.045 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.050 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| pattern_angle | step_strip | density_strip | ratio_filler_matrix | density | elasticity_module | number_hardeners | content_epoxy_groups | flash_temperature | surface_density | elasticity_module_stretching | strapery_strength | resin_consumption | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 7.856166 | 64.301964 | 2.587348 | 1953.274902 | 1136.596191 | 137.627426 | 22.344534 | 234.716888 | 555.893433 | 80.803223 | 2587.343018 | 246.613113 |
| 1 | 0 | 6.675780 | 78.623299 | 2.046471 | 2037.631836 | 707.570862 | 101.617249 | 23.146393 | 312.307220 | 547.601196 | 73.817070 | 2624.026367 | 178.198563 |
| 2 | 0 | 7.526398 | 38.176975 | 1.856476 | 2018.220337 | 836.294373 | 135.401703 | 26.435514 | 327.510376 | 150.961441 | 77.210762 | 2473.187256 | 123.344559 |
| 3 | 0 | 8.325699 | 46.045429 | 3.305535 | 1917.907471 | 478.286255 | 105.786926 | 17.874100 | 328.154572 | 526.692139 | 72.345711 | 3059.032959 | 275.575867 |
| 4 | 0 | 7.656211 | 33.571022 | 2.709554 | 1892.071167 | 641.052551 | 96.563293 | 22.989290 | 262.956726 | 804.592590 | 74.511360 | 2288.967285 | 126.816338 |
| 5 | 0 | 10.302945 | 39.234280 | 2.282825 | 2008.357544 | 393.967316 | 149.372833 | 21.661751 | 330.498627 | 535.371460 | 72.244926 | 2704.445068 | 261.077057 |
| 6 | 0 | 8.946891 | 72.084595 | 1.978140 | 1973.629150 | 991.724121 | 149.372131 | 19.750578 | 232.058197 | 485.453766 | 75.665703 | 2448.943115 | 162.493698 |
| 7 | 0 | 3.746625 | 57.997772 | 1.771436 | 1872.491577 | 801.033875 | 79.794548 | 22.296303 | 340.736908 | 864.929199 | 70.947594 | 2796.785400 | 123.356262 |
| 8 | 0 | 9.094363 | 44.801601 | 3.277087 | 2010.046997 | 339.550415 | 67.498993 | 24.280609 | 254.949081 | 117.535233 | 67.478706 | 2462.605469 | 207.018585 |
| 9 | 0 | 6.303773 | 72.152016 | 2.984362 | 1912.315430 | 1183.091797 | 133.548996 | 23.263796 | 314.996124 | 377.389008 | 75.290451 | 2303.770752 | 200.580246 |
| pattern_angle | step_strip | density_strip | ratio_filler_matrix | density | elasticity_module | number_hardeners | content_epoxy_groups | flash_temperature | surface_density | elasticity_module_stretching | strapery_strength | resin_consumption | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 925 | 1 | 3.489512 | 58.828037 | 2.310394 | 1931.146851 | 554.010315 | 96.749779 | 22.146486 | 214.827728 | 56.242760 | 78.143608 | 1939.307495 | 87.270142 |
| 926 | 1 | 8.212032 | 52.073807 | 1.646235 | 2014.772583 | 841.064819 | 102.979904 | 21.073366 | 271.490845 | 615.168152 | 79.154472 | 2518.516113 | 232.428207 |
| 927 | 1 | 7.201503 | 61.097004 | 2.806563 | 1872.864624 | 996.018677 | 146.199188 | 21.559290 | 313.900482 | 799.634094 | 72.815552 | 2443.482910 | 307.265167 |
| 928 | 1 | 8.430158 | 68.355797 | 3.745862 | 1914.629395 | 680.683716 | 110.979103 | 25.922634 | 309.796387 | 628.364563 | 76.030556 | 2466.925537 | 152.184723 |
| 929 | 1 | 6.711364 | 54.059441 | 2.758728 | 2000.506104 | 934.564392 | 143.021866 | 21.379519 | 273.852692 | 65.105965 | 67.633751 | 3102.539551 | 229.780365 |
| 930 | 1 | 8.088111 | 47.759178 | 2.271346 | 1952.087891 | 912.855530 | 86.992180 | 20.123249 | 324.774567 | 209.198700 | 73.090958 | 2387.292480 | 125.007668 |
| 931 | 1 | 7.619138 | 66.931931 | 3.444022 | 2050.089111 | 444.732635 | 145.981979 | 19.599770 | 254.215408 | 350.660828 | 72.920830 | 2360.392822 | 117.730095 |
| 932 | 1 | 9.800925 | 72.858284 | 3.280604 | 1972.372925 | 416.836517 | 110.533478 | 23.957502 | 248.423050 | 740.142761 | 74.734344 | 2662.906006 | 236.606766 |
| 933 | 1 | 10.079859 | 65.519478 | 3.705351 | 2066.799805 | 741.475525 | 141.397964 | 19.246944 | 275.779846 | 641.468140 | 74.042709 | 2071.715820 | 197.126068 |
| 934 | 1 | 9.021043 | 66.920143 | 3.808020 | 1890.413452 | 417.316223 | 129.183411 | 27.474764 | 300.952698 | 758.747864 | 74.309708 | 2856.328857 | 194.754349 |